FPN resnet50 model and results

README.md

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+Feature Pyramid Network on caffe
+
+This is the unoffical version  Feature Pyramid Network for Feature Pyramid Networks for Object Detection https://arxiv.org/abs/1612.03144
+
+
+the mxnet unoffical version  Feature Pyramid Network: https://github.com/unsky/Feature-Pyramid-Networks 
+# results
+coming soon
+# usage
+download  `ResNet50.caffemodel` and your dataset
+### make caffe
+```bash
+cd FP-caffe
+mkdir build
+cd build
+cmake ..
+make -j16 all
+```
+### make lib
+
+```bash
+cd lib
+make 
+```
+### train
+```
+./experiments/scripts/FP_Net_end2end.sh 1 FPN pascal_voc
+```
+### test
+```
+./test.sh 1 FPN pascal_voc
+```
+
+if you have issue about the fpn, open an issue.

caffe-fpn/.travis.yml

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+# Use a build matrix to do two builds in parallel:
+# one using CMake, and one using make.
+env:
+  matrix:
+    - WITH_CUDA=false WITH_CMAKE=false WITH_IO=true
+    - WITH_CUDA=false WITH_CMAKE=true WITH_IO=true PYTHON_VERSION=3
+    - WITH_CUDA=true WITH_CMAKE=false WITH_IO=true
+    - WITH_CUDA=true WITH_CMAKE=true WITH_IO=true
+    - WITH_CUDA=false WITH_CMAKE=false WITH_IO=false
+    - WITH_CUDA=false WITH_CMAKE=true WITH_IO=false PYTHON_VERSION=3
+
+language: cpp
+
+# Cache Ubuntu apt packages.
+cache:
+  apt: true
+  directories:
+  - /home/travis/miniconda
+  - /home/travis/miniconda2
+  - /home/travis/miniconda3
+
+compiler: gcc
+
+before_install:
+  - export NUM_THREADS=4
+  - export SCRIPTS=./scripts/travis
+  - export CONDA_DIR="/home/travis/miniconda$PYTHON_VERSION"
+
+install:
+  - sudo -E $SCRIPTS/travis_install.sh
+
+before_script:
+  - export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/lib:/usr/local/cuda/lib64:$CONDA_DIR/lib
+  - export PATH=$CONDA_DIR/bin:$PATH
+  - if ! $WITH_CMAKE; then $SCRIPTS/travis_setup_makefile_config.sh; fi
+
+script: $SCRIPTS/travis_build_and_test.sh
+
+notifications:
+# Emails are sent to the committer's git-configured email address by default,
+# but only if they have access to the repository.  To enable Travis on your
+# public fork of Caffe, just go to travis-ci.org and flip the switch on for
+# your Caffe fork.  To configure your git email address, use:
+#     git config --global user.email me@example.com
+  email:
+    on_success: always
+    on_failure: always
+
+# IRC notifications disabled by default.
+# Uncomment next 5 lines to send notifications to chat.freenode.net#caffe
+#   irc:
+#     channels:
+#       - "chat.freenode.net#caffe"
+#     template:
+#       - "%{repository}/%{branch} (%{commit} - %{author}): %{message}"

caffe-fpn/CMakeLists.txt

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+cmake_minimum_required(VERSION 2.8.7)
+if(POLICY CMP0046)
+  cmake_policy(SET CMP0046 NEW)
+endif()
+if(POLICY CMP0054)
+  cmake_policy(SET CMP0054 NEW)
+endif()
+
+# ---[ Caffe project
+project(Caffe C CXX)
+
+# ---[ Caffe version
+set(CAFFE_TARGET_VERSION "1.0.0-rc3")
+set(CAFFE_TARGET_SOVERSION "1.0.0-rc3")
+add_definitions(-DCAFFE_VERSION=${CAFFE_TARGET_VERSION})
+
+# ---[ Using cmake scripts and modules
+list(APPEND CMAKE_MODULE_PATH ${PROJECT_SOURCE_DIR}/cmake/Modules)
+
+include(ExternalProject)
+
+include(cmake/Utils.cmake)
+include(cmake/Targets.cmake)
+include(cmake/Misc.cmake)
+include(cmake/Summary.cmake)
+include(cmake/ConfigGen.cmake)
+
+# ---[ Options
+caffe_option(CPU_ONLY  "Build Caffe without CUDA support" OFF) # TODO: rename to USE_CUDA
+caffe_option(USE_CUDNN "Build Caffe with cuDNN library support" ON IF NOT CPU_ONLY)
+caffe_option(BUILD_SHARED_LIBS "Build shared libraries" ON)
+caffe_option(BUILD_python "Build Python wrapper" ON)
+set(python_version "2" CACHE STRING "Specify which Python version to use")
+caffe_option(BUILD_matlab "Build Matlab wrapper" OFF IF UNIX OR APPLE)
+caffe_option(BUILD_docs   "Build documentation" ON IF UNIX OR APPLE)
+caffe_option(BUILD_python_layer "Build the Caffe Python layer" ON)
+caffe_option(USE_OPENCV "Build with OpenCV support" ON)
+caffe_option(USE_LEVELDB "Build with levelDB" ON)
+caffe_option(USE_LMDB "Build with lmdb" ON)
+caffe_option(ALLOW_LMDB_NOLOCK "Allow MDB_NOLOCK when reading LMDB files (only if necessary)" OFF)
+
+# ---[ Dependencies
+include(cmake/Dependencies.cmake)
+
+# ---[ Flags
+if(UNIX OR APPLE)
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -fPIC -Wall")
+endif()
+
+if(USE_libstdcpp)
+  set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -stdlib=libstdc++")
+  message("-- Warning: forcing libstdc++ (controlled by USE_libstdcpp option in cmake)")
+endif()
+
+add_definitions(-DGTEST_USE_OWN_TR1_TUPLE)
+
+# ---[ Warnings
+caffe_warnings_disable(CMAKE_CXX_FLAGS -Wno-sign-compare -Wno-uninitialized)
+
+# ---[ Config generation
+configure_file(cmake/Templates/caffe_config.h.in "${PROJECT_BINARY_DIR}/caffe_config.h")
+
+# ---[ Includes
+set(Caffe_INCLUDE_DIR ${PROJECT_SOURCE_DIR}/include)
+include_directories(${Caffe_INCLUDE_DIR} ${PROJECT_BINARY_DIR})
+include_directories(BEFORE src) # This is needed for gtest.
+
+# ---[ Subdirectories
+add_subdirectory(src/gtest)
+add_subdirectory(src/caffe)
+add_subdirectory(tools)
+add_subdirectory(examples)
+add_subdirectory(python)
+add_subdirectory(matlab)
+add_subdirectory(docs)
+
+# ---[ Linter target
+add_custom_target(lint COMMAND ${CMAKE_COMMAND} -P ${PROJECT_SOURCE_DIR}/cmake/lint.cmake)
+
+# ---[ pytest target
+if(BUILD_python)
+  add_custom_target(pytest COMMAND python${python_version} -m unittest discover -s caffe/test WORKING_DIRECTORY ${PROJECT_SOURCE_DIR}/python )
+  add_dependencies(pytest pycaffe)
+endif()
+
+# ---[ Configuration summary
+caffe_print_configuration_summary()
+
+# ---[ Export configs generation
+caffe_generate_export_configs()

caffe-fpn/CONTRIBUTING.md

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+# Contributing
+
+## Issues
+
+Specific Caffe design and development issues, bugs, and feature requests are maintained by GitHub Issues.
+
+_Please do not post usage, installation, or modeling questions, or other requests for help to Issues._
+Use the [caffe-users list](https://groups.google.com/forum/#!forum/caffe-users) instead. This helps developers maintain a clear, uncluttered, and efficient view of the state of Caffe.
+
+When reporting a bug, it's most helpful to provide the following information, where applicable:
+
+* What steps reproduce the bug?
+* Can you reproduce the bug using the latest [master](https://github.com/BVLC/caffe/tree/master), compiled with the `DEBUG` make option?
+* What hardware and operating system/distribution are you running?
+* If the bug is a crash, provide the backtrace (usually printed by Caffe; always obtainable with `gdb`).
+
+Try to give your issue a title that is succinct and specific. The devs will rename issues as needed to keep track of them.
+
+## Pull Requests
+
+Caffe welcomes all contributions.
+
+See the [contributing guide](http://caffe.berkeleyvision.org/development.html) for details.
+
+Briefly: read commit by commit, a PR should tell a clean, compelling story of _one_ improvement to Caffe. In particular:
+
+* A PR should do one clear thing that obviously improves Caffe, and nothing more. Making many smaller PRs is better than making one large PR; review effort is superlinear in the amount of code involved.
+* Similarly, each commit should be a small, atomic change representing one step in development. PRs should be made of many commits where appropriate.
+* Please do rewrite PR history to be clean rather than chronological. Within-PR bugfixes, style cleanups, reversions, etc. should be squashed and should not appear in merged PR history.
+* Anything nonobvious from the code should be explained in comments, commit messages, or the PR description, as appropriate.

caffe-fpn/CONTRIBUTORS.md

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+# Contributors
+
+Caffe is developed by a core set of BVLC members and the open-source community.
+
+We thank all of our [contributors](https://github.com/BVLC/caffe/graphs/contributors)!
+
+**For the detailed history of contributions** of a given file, try
+
+    git blame file
+
+to see line-by-line credits and
+
+    git log --follow file
+
+to see the change log even across renames and rewrites.
+
+Please refer to the [acknowledgements](http://caffe.berkeleyvision.org/#acknowledgements) on the Caffe site for further details.
+
+**Copyright** is held by the original contributor according to the versioning history; see LICENSE.

caffe-fpn/INSTALL.md

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+# Installation
+
+See http://caffe.berkeleyvision.org/installation.html for the latest
+installation instructions.
+
+Check the users group in case you need help:
+https://groups.google.com/forum/#!forum/caffe-users

caffe-fpn/LICENSE

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+--------------------------START OF THIRD PARTY NOTICE--------------------------
+
+Microsoft licenses this Third Party IP to you under the licensing
+terms for the Microsoft product. Microsoft reserves all other rights
+not expressly granted under this agreement, whether by implication,
+estoppel or otherwise.
+
+Caffe
+
+Copyrights can be found here: https://github.com/BVLC/caffe/blob/master/LICENSE
+
+Provided for Informational Purposes Only
+
+BSD License
+
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions
+are met:
+
+Redistributions of source code must retain the above copyright notice,
+this list of conditions and the following disclaimer.
+
+Redistributions in binary form must reproduce the above copyright notice,
+this list of conditions and the following disclaimer in the documentation
+and/or other materials provided with the distribution.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
+*AS IS* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
+LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
+A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
+SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
+PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
+LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
+NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+---------------------------END OF THIRD PARTY NOTICE---------------------------
+
+Fast R-CNN
+
+Copyright (c) Microsoft Corporation
+
+All rights reserved.
+
+MIT License
+
+Permission is hereby granted, free of charge, to any person obtaining a
+copy of this software and associated documentation files (the "Software"),
+to deal in the Software without restriction, including without limitation
+the rights to use, copy, modify, merge, publish, distribute, sublicense,
+and/or sell copies of the Software, and to permit persons to whom the
+Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included
+in all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
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+OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,
+ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+OTHER DEALINGS IN THE SOFTWARE.